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Papers 18

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Metalearning
2022 Cognitive technologies book Computer Science Machine Learning and Data Classification Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

61

citations
Metalearning for Hyperparameter Optimization
2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

8

citations
Dataset Characteristics (Metafeatures)
2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

6

citations
Automating Data Science
2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

5

citations
Metalearning Approaches for Algorithm Selection II
2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

4

citations
Setting Up Configuration Spaces and Experiments
2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

4

citations
Metalearning for Deep Neural Networks
2022 Cognitive technologies book-chapter Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Jan N. van Rijn, Aske Plaat

4

citations
Metalearning Approaches for Algorithm Selection I (Exploiting Rankings)
2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

3

citations
Metalearning in Ensemble Methods
2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

3

citations
Automating Workflow/Pipeline Design
2022 Cognitive technologies book-chapter Computer Science AI-based Problem Solving and Planning Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

2

citations
Language Report Dutch
2023 Cognitive technologies book-chapter Computer Science Natural Language Processing Techniques Open access

Frieda Steurs, Vincent Vandeghinste, Walter M. P. Daelemans

2

citations
Learning from Metadata in Repositories
2022 Cognitive technologies book-chapter Computer Science Research Data Management Practices Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

1

citations
Algorithm Recommendation for Data Streams
2022 Cognitive technologies book-chapter Computer Science Data Stream Mining Techniques Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

1

citations
Concluding Remarks
2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

0

citations
Automating the Design of Complex Systems
2022 Cognitive technologies book-chapter Computer Science AI-based Problem Solving and Planning Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

0

citations
Introduction
2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

0

citations
Metadata Repositories
2022 Cognitive technologies book-chapter Computer Science Research Data Management Practices Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

0

citations
Evaluating Recommendations of Metalearning/AutoML Systems
2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

0

citations

18 results